Management Consultant - Remote AI Evaluation

What You'll Do6

• Turn a past client engagement into a case prompt that includes the situation, available data, constraints, and the reference answer used to grade a model's response.
• Assess model-written market sizings and profitability analyses for sound segmentation, valid driver trees, and conclusions that follow from the numbers.
• Identify answers that look polished but would fail a partner review or a client steering committee.
• Explain your reasoning in writing so project teams can understand the judgment behind each score.
• Flag unclear or ambiguous instructions instead of guessing what a client wants.
• Apply consulting standards from strategy, operations, or transformation work to model evaluation tasks.

Requirements6

• Professional background in strategy, operations, or transformation consulting.
• Experience owning the analysis and the client-facing recommendation, not only slide production.
• Strong written communication for documenting reasoning and scoring decisions.
• Ability to handle ambiguous tasks and raise unclear instructions.
• Familiarity with management consulting methods such as market sizing, profitability analysis, or driver trees.
• Background from MBB, Big Four strategy arms, boutique or tier-two firms, functional specialist areas, or in-house strategy and corporate development.

Who Should Apply

Candidates who have run strategy, operations, or transformation engagements and can defend their recommendations in writing fit this pool well. The strongest matches come from MBB, Big Four strategy teams, boutique firms, pricing or post-merger integration roles, and internal strategy groups where you owned the analysis rather than only the deck. This work is less suitable for consultants who prefer live client management, slide design, or verbal brainstorming over detailed written evaluation. A common reason applicants score low is showing slide production experience without evidence of owning the underlying analysis or the final recommendation. Another is failing to demonstrate comfort with vague prompts; the role asks you to flag unclear instructions instead of forcing an answer.

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